Completed intensive Python and machine learning training, ranking in the top 10% of the cohort at Verzeo (Online Bootcamp).
Mini-Project Delivery
Delivered 3+ mini-projects, including a grade predictor and regression/classification models, achieving over 85% accuracy.
Data Science & Analytics Internship
Sales Prediction Model
Developed a Sales Prediction Model, improving forecast accuracy by 18% for precise business planning.
Energy Consumption Model
Engineered an Energy Consumption Prediction Model, reducing forecasting error by 15%.
Power BI Dashboards
Designed and deployed interactive Power BI dashboards, adopted by 5+ business units for data-driven decisions.
Actionable Insights
Presented actionable insights to senior management, influencing quarterly planning strategies.
Job Salaries Dashboard Project
Created interactive Power BI and Tableau dashboards analysing 10,000+ job postings. This project uncovered salary trends by role, skill, and location for 2025, enabling leadership to optimise recruitment.
Resulted in a 20% improvement in hiring efficiency by identifying high-growth roles.
Rock Paper Scissors SXSW Project
Developed a real-time hand gesture recognition system using CNN, achieving 94% accuracy on test data. This system was deployed at SXSW, engaging over 200 users.
Optimised model inference time to under 100ms per frame for a seamless gameplay experience.
Online Shoppers Intention Prediction
Engineered and compared ML models (XGBoost, Random Forest, Logistic Regression) to predict purchase intent. Achieved 87% accuracy and 0.81 F1-score on the UCI dataset.
Implemented feature engineering and hyperparameter tuning, reducing prediction error by 12%.